Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 891221 |
| Missing cells | 161560 |
| Missing cells (%) | 1.1% |
| Duplicate rows | 78443 |
| Duplicate rows (%) | 8.8% |
| Total size in memory | 115.6 MiB |
| Average record size in memory | 136.0 B |
Variable types
| Categorical | 10 |
|---|---|
| Numeric | 7 |
| Dataset has 78443 (8.8%) duplicate rows | Duplicates |
HEALTH_TYP is highly correlated with NATIONALITAET_KZ and 3 other fields | High correlation |
NATIONALITAET_KZ is highly correlated with HEALTH_TYP and 1 other fields | High correlation |
PRAEGENDE_JUGENDJAHRE is highly correlated with HEALTH_TYP | High correlation |
SEMIO_SOZ is highly correlated with ANREDE_KZ | High correlation |
SHOPPER_TYP is highly correlated with HEALTH_TYP and 1 other fields | High correlation |
VERS_TYP is highly correlated with HEALTH_TYP and 2 other fields | High correlation |
ANREDE_KZ is highly correlated with SEMIO_SOZ | High correlation |
GEBURTSJAHR is highly correlated with PRAEGENDE_JUGENDJAHRE | High correlation |
HEALTH_TYP is highly correlated with VERS_TYP | High correlation |
PRAEGENDE_JUGENDJAHRE is highly correlated with GEBURTSJAHR and 1 other fields | High correlation |
SEMIO_SOZ is highly correlated with ANREDE_KZ | High correlation |
VERS_TYP is highly correlated with HEALTH_TYP | High correlation |
ANREDE_KZ is highly correlated with SEMIO_SOZ | High correlation |
ALTERSKATEGORIE_GROB is highly correlated with PRAEGENDE_JUGENDJAHRE | High correlation |
GEBURTSJAHR is highly correlated with PRAEGENDE_JUGENDJAHRE | High correlation |
HEALTH_TYP is highly correlated with VERS_TYP | High correlation |
PRAEGENDE_JUGENDJAHRE is highly correlated with GEBURTSJAHR | High correlation |
SEMIO_SOZ is highly correlated with ANREDE_KZ | High correlation |
VERS_TYP is highly correlated with HEALTH_TYP | High correlation |
ANREDE_KZ is highly correlated with SEMIO_SOZ | High correlation |
NATIONALITAET_KZ is highly correlated with VERS_TYP and 3 other fields | High correlation |
ALTERSKATEGORIE_GROB is highly correlated with AGER_TYP and 3 other fields | High correlation |
AGER_TYP is highly correlated with ALTERSKATEGORIE_GROB and 1 other fields | High correlation |
RETOURTYP_BK_S is highly correlated with ALTERSKATEGORIE_GROB and 1 other fields | High correlation |
VERS_TYP is highly correlated with NATIONALITAET_KZ and 4 other fields | High correlation |
GEBURTSJAHR is highly correlated with PRAEGENDE_JUGENDJAHRE | High correlation |
ZABEOTYP is highly correlated with GREEN_AVANTGARDE and 1 other fields | High correlation |
GREEN_AVANTGARDE is highly correlated with ZABEOTYP and 1 other fields | High correlation |
HEALTH_TYP is highly correlated with NATIONALITAET_KZ and 3 other fields | High correlation |
PRAEGENDE_JUGENDJAHRE is highly correlated with NATIONALITAET_KZ and 9 other fields | High correlation |
ANREDE_KZ is highly correlated with SEMIO_SOZ | High correlation |
SEMIO_SOZ is highly correlated with ANREDE_KZ | High correlation |
SHOPPER_TYP is highly correlated with NATIONALITAET_KZ and 4 other fields | High correlation |
CJT_GESAMTTYP is highly correlated with VERS_TYP | High correlation |
NATIONALITAET_KZ is highly correlated with HEALTH_TYP and 2 other fields | High correlation |
HEALTH_TYP is highly correlated with NATIONALITAET_KZ and 2 other fields | High correlation |
VERS_TYP is highly correlated with NATIONALITAET_KZ and 2 other fields | High correlation |
SHOPPER_TYP is highly correlated with NATIONALITAET_KZ and 2 other fields | High correlation |
SOHO_KZ has 73499 (8.2%) missing values | Missing |
TITEL_KZ has 73499 (8.2%) missing values | Missing |
TITEL_KZ is highly skewed (γ1 = 39.64777145) | Skewed |
GEBURTSJAHR has 392318 (44.0%) zeros | Zeros |
PRAEGENDE_JUGENDJAHRE has 108164 (12.1%) zeros | Zeros |
TITEL_KZ has 815562 (91.5%) zeros | Zeros |
Reproduction
| Analysis started | 2021-05-17 19:50:27.286332 |
|---|---|
| Analysis finished | 2021-05-17 19:53:06.546268 |
| Duration | 2 minutes and 39.26 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 49.9 MiB |
| -1 | |
|---|---|
| 2 | |
| 1 | |
| 3 | 27104 |
| 0 | 8340 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.760196405 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1568724 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | -1 |
|---|---|
| 2nd row | -1 |
| 3rd row | -1 |
| 4th row | 2 |
| 5th row | -1 |
Common Values
| Value | Count | Frequency (%) |
| -1 | 677503 | |
| 2 | 98472 | 11.0% |
| 1 | 79802 | 9.0% |
| 3 | 27104 | 3.0% |
| 0 | 8340 | 0.9% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 1 | 757305 | |
| 2 | 98472 | 11.0% |
| 3 | 27104 | 3.0% |
| 0 | 8340 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 757305 | |
| - | 677503 | |
| 2 | 98472 | 6.3% |
| 3 | 27104 | 1.7% |
| 0 | 8340 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 891221 | |
| Dash Punctuation | 677503 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 757305 | |
| 2 | 98472 | 11.0% |
| 3 | 27104 | 3.0% |
| 0 | 8340 | 0.9% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 677503 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1568724 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 757305 | |
| - | 677503 | |
| 2 | 98472 | 6.3% |
| 3 | 27104 | 1.7% |
| 0 | 8340 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1568724 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 757305 | |
| - | 677503 | |
| 2 | 98472 | 6.3% |
| 3 | 27104 | 1.7% |
| 0 | 8340 | 0.5% |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4854 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.632838316 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.8 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.595021092 |
|---|---|
| Coefficient of variation (CV) | 0.4390564493 |
| Kurtosis | -1.068626824 |
| Mean | 3.632838316 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.03888466953 |
| Sum | 3220028 |
| Variance | 2.544092284 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 4 | 210963 | |
| 3 | 156449 | |
| 6 | 153915 | |
| 2 | 148795 | |
| 5 | 117376 | |
| 1 | 98869 | |
| (Missing) | 4854 | 0.5% |
| Value | Count | Frequency (%) |
| 1 | 98869 | |
| 2 | 148795 | |
| 3 | 156449 | |
| 4 | 210963 | |
| 5 | 117376 | |
| 6 | 153915 |
| Value | Count | Frequency (%) |
| 6 | 153915 | |
| 5 | 117376 | |
| 4 | 210963 | |
| 3 | 156449 | |
| 2 | 148795 | |
| 1 | 98869 |
| Distinct | 117 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1101.178533 |
| Minimum | 0 |
|---|---|
| Maximum | 2017 |
| Zeros | 392318 |
| Zeros (%) | 44.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1943 |
| Q3 | 1970 |
| 95-th percentile | 1990 |
| Maximum | 2017 |
| Range | 2017 |
| Interquartile range (IQR) | 1970 |
Descriptive statistics
| Standard deviation | 976.5835513 |
|---|---|
| Coefficient of variation (CV) | 0.88685306 |
| Kurtosis | -1.941480575 |
| Mean | 1101.178533 |
| Median Absolute Deviation (MAD) | 46 |
| Skewness | -0.240357039 |
| Sum | 981393433 |
| Variance | 953715.4326 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 392318 | |
| 1967 | 11183 | 1.3% |
| 1965 | 11090 | 1.2% |
| 1966 | 10933 | 1.2% |
| 1970 | 10883 | 1.2% |
| 1964 | 10799 | 1.2% |
| 1968 | 10792 | 1.2% |
| 1963 | 10513 | 1.2% |
| 1969 | 10360 | 1.2% |
| 1980 | 10275 | 1.2% |
| Other values (107) | 402075 |
| Value | Count | Frequency (%) |
| 0 | 392318 | |
| 1900 | 4 | < 0.1% |
| 1902 | 1 | < 0.1% |
| 1904 | 5 | < 0.1% |
| 1905 | 8 | < 0.1% |
| 1906 | 7 | < 0.1% |
| 1907 | 4 | < 0.1% |
| 1908 | 7 | < 0.1% |
| 1909 | 7 | < 0.1% |
| 1910 | 41 | < 0.1% |
| Value | Count | Frequency (%) |
| 2017 | 593 | |
| 2016 | 167 | < 0.1% |
| 2015 | 257 | < 0.1% |
| 2014 | 124 | < 0.1% |
| 2013 | 380 | |
| 2012 | 806 | |
| 2011 | 485 | |
| 2010 | 545 | |
| 2009 | 559 | |
| 2008 | 550 |
GFK_URLAUBERTYP
Real number (ℝ≥0)
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4854 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.350304107 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.8 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 8 |
| Q3 | 10 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.525723215 |
|---|---|
| Coefficient of variation (CV) | 0.4796703869 |
| Kurtosis | -1.23285991 |
| Mean | 7.350304107 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.2416175217 |
| Sum | 6515067 |
| Variance | 12.43072419 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 12 | 138545 | |
| 5 | 120126 | |
| 10 | 109127 | |
| 8 | 88042 | |
| 11 | 79740 | |
| 4 | 63770 | |
| 9 | 60614 | |
| 3 | 56007 | |
| 1 | 53600 | 6.0% |
| 2 | 46702 | 5.2% |
| Other values (2) | 70094 |
| Value | Count | Frequency (%) |
| 1 | 53600 | |
| 2 | 46702 | 5.2% |
| 3 | 56007 | |
| 4 | 63770 | |
| 5 | 120126 | |
| 6 | 27138 | 3.0% |
| 7 | 42956 | 4.8% |
| 8 | 88042 | |
| 9 | 60614 | |
| 10 | 109127 |
| Value | Count | Frequency (%) |
| 12 | 138545 | |
| 11 | 79740 | |
| 10 | 109127 | |
| 9 | 60614 | |
| 8 | 88042 | |
| 7 | 42956 | 4.8% |
| 6 | 27138 | 3.0% |
| 5 | 120126 | |
| 4 | 63770 | |
| 3 | 56007 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 49.3 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 891221 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 715996 | |
| 1 | 175225 | 19.7% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 0 | 715996 | |
| 1 | 175225 | 19.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 715996 | |
| 1 | 175225 | 19.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 891221 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 715996 | |
| 1 | 175225 | 19.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 891221 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 715996 | |
| 1 | 175225 | 19.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 891221 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 715996 | |
| 1 | 175225 | 19.7% |
HEALTH_TYP
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 49.4 MiB |
| 3 | |
|---|---|
| 2 | |
| 1 | |
| -1 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.124768155 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1002417 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | -1 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 2 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 310693 | |
| 2 | 306944 | |
| 1 | 162388 | |
| -1 | 111196 | 12.5% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 3 | 310693 | |
| 2 | 306944 | |
| 1 | 273584 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 310693 | |
| 2 | 306944 | |
| 1 | 273584 | |
| - | 111196 | 11.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 891221 | |
| Dash Punctuation | 111196 | 11.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 310693 | |
| 2 | 306944 | |
| 1 | 273584 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 111196 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1002417 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 310693 | |
| 2 | 306944 | |
| 1 | 273584 | |
| - | 111196 | 11.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1002417 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 310693 | |
| 2 | 306944 | |
| 1 | 273584 | |
| - | 111196 | 11.1% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 49.3 MiB |
| 1 | |
|---|---|
| 0 | |
| 2 | 65418 |
| 3 | 33403 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 891221 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 684085 | |
| 0 | 108315 | 12.2% |
| 2 | 65418 | 7.3% |
| 3 | 33403 | 3.7% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 1 | 684085 | |
| 0 | 108315 | 12.2% |
| 2 | 65418 | 7.3% |
| 3 | 33403 | 3.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 684085 | |
| 0 | 108315 | 12.2% |
| 2 | 65418 | 7.3% |
| 3 | 33403 | 3.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 891221 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 684085 | |
| 0 | 108315 | 12.2% |
| 2 | 65418 | 7.3% |
| 3 | 33403 | 3.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 891221 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 684085 | |
| 0 | 108315 | 12.2% |
| 2 | 65418 | 7.3% |
| 3 | 33403 | 3.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 891221 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 684085 | |
| 0 | 108315 | 12.2% |
| 2 | 65418 | 7.3% |
| 3 | 33403 | 3.7% |
PRAEGENDE_JUGENDJAHRE
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.154345555 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 108164 |
| Zeros (%) | 12.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5 |
| median | 8 |
| Q3 | 14 |
| 95-th percentile | 14 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 4.844532197 |
|---|---|
| Coefficient of variation (CV) | 0.5941043538 |
| Kurtosis | -1.11662633 |
| Mean | 8.154345555 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -0.2507805175 |
| Sum | 7267324 |
| Variance | 23.4694922 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 14 | 188697 | |
| 8 | 145988 | |
| 0 | 108164 | |
| 5 | 86416 | |
| 10 | 85808 | |
| 3 | 55195 | 6.2% |
| 15 | 42547 | 4.8% |
| 11 | 35752 | 4.0% |
| 9 | 33570 | 3.8% |
| 6 | 25652 | 2.9% |
| Other values (6) | 83432 |
| Value | Count | Frequency (%) |
| 0 | 108164 | |
| 1 | 21282 | 2.4% |
| 2 | 7479 | 0.8% |
| 3 | 55195 | 6.2% |
| 4 | 20451 | 2.3% |
| 5 | 86416 | |
| 6 | 25652 | 2.9% |
| 7 | 4010 | 0.4% |
| 8 | 145988 | |
| 9 | 33570 | 3.8% |
| Value | Count | Frequency (%) |
| 15 | 42547 | 4.8% |
| 14 | 188697 | |
| 13 | 5764 | 0.6% |
| 12 | 24446 | 2.7% |
| 11 | 35752 | 4.0% |
| 10 | 85808 | |
| 9 | 33570 | 3.8% |
| 8 | 145988 | |
| 7 | 4010 | 0.4% |
| 6 | 25652 | 2.9% |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4854 |
| Missing (%) | 0.5% |
| Memory size | 50.9 MiB |
| 5.0 | |
|---|---|
| 3.0 | |
| 4.0 | |
| 1.0 | |
| 2.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2659101 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 5.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 3.0 |
| 4th row | 2.0 |
| 5th row | 5.0 |
Common Values
| Value | Count | Frequency (%) |
| 5.0 | 297993 | |
| 3.0 | 231816 | |
| 4.0 | 131115 | |
| 1.0 | 129712 | |
| 2.0 | 95731 | 10.7% |
| (Missing) | 4854 | 0.5% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 5.0 | 297993 | |
| 3.0 | 231816 | |
| 4.0 | 131115 | |
| 1.0 | 129712 | |
| 2.0 | 95731 | 10.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 886367 | |
| 0 | 886367 | |
| 5 | 297993 | 11.2% |
| 3 | 231816 | 8.7% |
| 4 | 131115 | 4.9% |
| 1 | 129712 | 4.9% |
| 2 | 95731 | 3.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1772734 | |
| Other Punctuation | 886367 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 886367 | |
| 5 | 297993 | 16.8% |
| 3 | 231816 | 13.1% |
| 4 | 131115 | 7.4% |
| 1 | 129712 | 7.3% |
| 2 | 95731 | 5.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 886367 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2659101 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 886367 | |
| 0 | 886367 | |
| 5 | 297993 | 11.2% |
| 3 | 231816 | 8.7% |
| 4 | 131115 | 4.9% |
| 1 | 129712 | 4.9% |
| 2 | 95731 | 3.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2659101 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 886367 | |
| 0 | 886367 | |
| 5 | 297993 | 11.2% |
| 3 | 231816 | 8.7% |
| 4 | 131115 | 4.9% |
| 1 | 129712 | 4.9% |
| 2 | 95731 | 3.6% |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.945859669 |
| Minimum | 1 |
|---|---|
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.8 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 1.946564233 |
|---|---|
| Coefficient of variation (CV) | 0.4933181603 |
| Kurtosis | -1.353534476 |
| Mean | 3.945859669 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.1789455842 |
| Sum | 3516633 |
| Variance | 3.789112312 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 2 | 244714 | |
| 6 | 136205 | |
| 5 | 121786 | |
| 3 | 118889 | |
| 7 | 117378 | |
| 4 | 90161 | 10.1% |
| 1 | 62088 | 7.0% |
| Value | Count | Frequency (%) |
| 1 | 62088 | 7.0% |
| 2 | 244714 | |
| 3 | 118889 | |
| 4 | 90161 | 10.1% |
| 5 | 121786 | |
| 6 | 136205 | |
| 7 | 117378 |
| Value | Count | Frequency (%) |
| 7 | 117378 | |
| 6 | 136205 | |
| 5 | 121786 | |
| 4 | 90161 | 10.1% |
| 3 | 118889 | |
| 2 | 244714 | |
| 1 | 62088 | 7.0% |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 49.4 MiB |
| 1 | |
|---|---|
| 2 | |
| 3 | |
| 0 | |
| -1 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.124768155 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1002417 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | -1 |
|---|---|
| 2nd row | 3 |
| 3rd row | 2 |
| 4th row | 1 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 254761 | |
| 2 | 207463 | |
| 3 | 190219 | |
| 0 | 127582 | |
| -1 | 111196 |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 1 | 365957 | |
| 2 | 207463 | |
| 3 | 190219 | |
| 0 | 127582 | 14.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 365957 | |
| 2 | 207463 | |
| 3 | 190219 | |
| 0 | 127582 | 12.7% |
| - | 111196 | 11.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 891221 | |
| Dash Punctuation | 111196 | 11.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 365957 | |
| 2 | 207463 | |
| 3 | 190219 | |
| 0 | 127582 | 14.3% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 111196 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1002417 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 365957 | |
| 2 | 207463 | |
| 3 | 190219 | |
| 0 | 127582 | 12.7% |
| - | 111196 | 11.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1002417 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 365957 | |
| 2 | 207463 | |
| 3 | 190219 | |
| 0 | 127582 | 12.7% |
| - | 111196 | 11.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 73499 |
| Missing (%) | 8.2% |
| Memory size | 49.6 MiB |
| 0.0 | |
|---|---|
| 1.0 | 6888 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2453166 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 810834 | |
| 1.0 | 6888 | 0.8% |
| (Missing) | 73499 | 8.2% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 810834 | |
| 1.0 | 6888 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1628556 | |
| . | 817722 | |
| 1 | 6888 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1635444 | |
| Other Punctuation | 817722 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1628556 | |
| 1 | 6888 | 0.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 817722 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2453166 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1628556 | |
| . | 817722 | |
| 1 | 6888 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2453166 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1628556 | |
| . | 817722 | |
| 1 | 6888 | 0.3% |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 73499 |
| Missing (%) | 8.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.003482846248 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 815562 |
| Zeros (%) | 91.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.08495716307 |
|---|---|
| Coefficient of variation (CV) | 24.39302714 |
| Kurtosis | 1998.880458 |
| Mean | 0.003482846248 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 39.64777145 |
| Sum | 2848 |
| Variance | 0.007217719557 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 815562 | |
| 1 | 1947 | 0.2% |
| 5 | 104 | < 0.1% |
| 4 | 57 | < 0.1% |
| 3 | 49 | < 0.1% |
| 2 | 3 | < 0.1% |
| (Missing) | 73499 | 8.2% |
| Value | Count | Frequency (%) |
| 0 | 815562 | |
| 1 | 1947 | 0.2% |
| 2 | 3 | < 0.1% |
| 3 | 49 | < 0.1% |
| 4 | 57 | < 0.1% |
| 5 | 104 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 104 | < 0.1% |
| 4 | 57 | < 0.1% |
| 3 | 49 | < 0.1% |
| 2 | 3 | < 0.1% |
| 1 | 1947 | 0.2% |
| 0 | 815562 |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 49.4 MiB |
| 2 | |
|---|---|
| 1 | |
| -1 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.124768155 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1002417 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | -1 |
|---|---|
| 2nd row | 2 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 398722 | |
| 1 | 381303 | |
| -1 | 111196 | 12.5% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 1 | 492499 | |
| 2 | 398722 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 492499 | |
| 2 | 398722 | |
| - | 111196 | 11.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 891221 | |
| Dash Punctuation | 111196 | 11.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 492499 | |
| 2 | 398722 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 111196 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1002417 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 492499 | |
| 2 | 398722 | |
| - | 111196 | 11.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1002417 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 492499 | |
| 2 | 398722 | |
| - | 111196 | 11.1% |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3624376 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.8 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.352704299 |
|---|---|
| Coefficient of variation (CV) | 0.4022987071 |
| Kurtosis | -0.2449129835 |
| Mean | 3.3624376 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.02846326419 |
| Sum | 2996675 |
| Variance | 1.82980892 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 3 | 364905 | |
| 4 | 210095 | |
| 1 | 123622 | 13.9% |
| 5 | 84956 | 9.5% |
| 6 | 74473 | 8.4% |
| 2 | 33170 | 3.7% |
| Value | Count | Frequency (%) |
| 1 | 123622 | 13.9% |
| 2 | 33170 | 3.7% |
| 3 | 364905 | |
| 4 | 210095 | |
| 5 | 84956 | 9.5% |
| 6 | 74473 | 8.4% |
| Value | Count | Frequency (%) |
| 6 | 74473 | 8.4% |
| 5 | 84956 | 9.5% |
| 4 | 210095 | |
| 3 | 364905 | |
| 2 | 33170 | 3.7% |
| 1 | 123622 | 13.9% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 49.3 MiB |
| 2 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 891221 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 465305 | |
| 1 | 425916 |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 2 | 465305 | |
| 1 | 425916 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 465305 | |
| 1 | 425916 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 891221 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 465305 | |
| 1 | 425916 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 891221 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 465305 | |
| 1 | 425916 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 891221 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 465305 | |
| 1 | 425916 |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 49.3 MiB |
| 3 | |
|---|---|
| 4 | |
| 2 | |
| 1 | |
| 9 | 2881 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 891221 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 1 |
| 3rd row | 3 |
| 4th row | 4 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 358533 | |
| 4 | 228510 | |
| 2 | 158410 | |
| 1 | 142887 | 16.0% |
| 9 | 2881 | 0.3% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 3 | 358533 | |
| 4 | 228510 | |
| 2 | 158410 | |
| 1 | 142887 | 16.0% |
| 9 | 2881 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 358533 | |
| 4 | 228510 | |
| 2 | 158410 | |
| 1 | 142887 | 16.0% |
| 9 | 2881 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 891221 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 358533 | |
| 4 | 228510 | |
| 2 | 158410 | |
| 1 | 142887 | 16.0% |
| 9 | 2881 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 891221 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 358533 | |
| 4 | 228510 | |
| 2 | 158410 | |
| 1 | 142887 | 16.0% |
| 9 | 2881 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 891221 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 358533 | |
| 4 | 228510 | |
| 2 | 158410 | |
| 1 | 142887 | 16.0% |
| 9 | 2881 | 0.3% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.
First rows
| AGER_TYP | CJT_GESAMTTYP | GEBURTSJAHR | GFK_URLAUBERTYP | GREEN_AVANTGARDE | HEALTH_TYP | NATIONALITAET_KZ | PRAEGENDE_JUGENDJAHRE | RETOURTYP_BK_S | SEMIO_SOZ | SHOPPER_TYP | SOHO_KZ | TITEL_KZ | VERS_TYP | ZABEOTYP | ANREDE_KZ | ALTERSKATEGORIE_GROB | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | -1 | 2.0 | 0 | 10.0 | 0 | -1 | 0 | 0 | 5.0 | 2 | -1 | NaN | NaN | -1 | 3 | 1 | 2 |
| 1 | -1 | 5.0 | 1996 | 10.0 | 0 | 3 | 1 | 14 | 1.0 | 5 | 3 | 1.0 | 0.0 | 2 | 5 | 2 | 1 |
| 2 | -1 | 3.0 | 1979 | 10.0 | 1 | 3 | 1 | 15 | 3.0 | 4 | 2 | 0.0 | 0.0 | 1 | 5 | 2 | 3 |
| 3 | 2 | 2.0 | 1957 | 1.0 | 0 | 2 | 1 | 8 | 2.0 | 5 | 1 | 0.0 | 0.0 | 1 | 3 | 2 | 4 |
| 4 | -1 | 5.0 | 1963 | 5.0 | 0 | 3 | 1 | 8 | 5.0 | 6 | 2 | 0.0 | 0.0 | 2 | 4 | 1 | 3 |
| 5 | 3 | 2.0 | 1943 | 1.0 | 0 | 3 | 1 | 3 | 3.0 | 2 | 0 | 0.0 | 0.0 | 2 | 4 | 2 | 1 |
| 6 | -1 | 5.0 | 0 | 12.0 | 0 | 2 | 1 | 10 | 4.0 | 2 | 1 | 0.0 | 0.0 | 1 | 4 | 2 | 2 |
| 7 | -1 | 3.0 | 1964 | 9.0 | 0 | 1 | 1 | 8 | 5.0 | 7 | 0 | 0.0 | 0.0 | 1 | 1 | 1 | 1 |
| 8 | -1 | 3.0 | 1974 | 3.0 | 1 | 3 | 1 | 11 | 4.0 | 4 | 3 | 0.0 | 0.0 | 2 | 6 | 1 | 3 |
| 9 | -1 | 4.0 | 1975 | 12.0 | 1 | 2 | 1 | 15 | 4.0 | 2 | 3 | 0.0 | 0.0 | 2 | 4 | 2 | 3 |
Last rows
| AGER_TYP | CJT_GESAMTTYP | GEBURTSJAHR | GFK_URLAUBERTYP | GREEN_AVANTGARDE | HEALTH_TYP | NATIONALITAET_KZ | PRAEGENDE_JUGENDJAHRE | RETOURTYP_BK_S | SEMIO_SOZ | SHOPPER_TYP | SOHO_KZ | TITEL_KZ | VERS_TYP | ZABEOTYP | ANREDE_KZ | ALTERSKATEGORIE_GROB | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 891211 | -1 | 2.0 | 1963 | 1.0 | 0 | 3 | 1 | 8 | 5.0 | 4 | 1 | 0.0 | 0.0 | 1 | 6 | 1 | 3 |
| 891212 | -1 | 1.0 | 0 | 4.0 | 0 | 1 | 1 | 3 | 5.0 | 6 | 2 | 0.0 | 0.0 | 1 | 3 | 1 | 4 |
| 891213 | -1 | 5.0 | 1966 | 8.0 | 1 | 1 | 1 | 11 | 2.0 | 2 | 1 | 0.0 | 0.0 | 1 | 4 | 2 | 4 |
| 891214 | -1 | 4.0 | 1978 | 10.0 | 0 | 3 | 1 | 14 | 4.0 | 5 | 3 | 0.0 | 0.0 | 2 | 5 | 2 | 1 |
| 891215 | -1 | 6.0 | 0 | 12.0 | 0 | 2 | 2 | 10 | 1.0 | 2 | 1 | 0.0 | 0.0 | 1 | 4 | 2 | 2 |
| 891216 | -1 | 5.0 | 1976 | 12.0 | 0 | 3 | 1 | 14 | 3.0 | 2 | 3 | 0.0 | 0.0 | 1 | 4 | 2 | 3 |
| 891217 | -1 | 4.0 | 1970 | 1.0 | 0 | -1 | 0 | 10 | 5.0 | 4 | -1 | 0.0 | 0.0 | -1 | 6 | 1 | 2 |
| 891218 | -1 | 4.0 | 1976 | 10.0 | 0 | 1 | 1 | 14 | 4.0 | 5 | 2 | 0.0 | 0.0 | 1 | 4 | 2 | 2 |
| 891219 | -1 | 3.0 | 1994 | 9.0 | 0 | 1 | 1 | 14 | 4.0 | 7 | 0 | 0.0 | 0.0 | 2 | 5 | 1 | 1 |
| 891220 | -1 | 1.0 | 0 | 12.0 | 0 | 2 | 1 | 3 | 1.0 | 6 | 2 | 0.0 | 0.0 | 1 | 3 | 1 | 4 |
Most frequently occurring
| AGER_TYP | CJT_GESAMTTYP | GEBURTSJAHR | GFK_URLAUBERTYP | GREEN_AVANTGARDE | HEALTH_TYP | NATIONALITAET_KZ | PRAEGENDE_JUGENDJAHRE | RETOURTYP_BK_S | SEMIO_SOZ | SHOPPER_TYP | SOHO_KZ | TITEL_KZ | VERS_TYP | ZABEOTYP | ANREDE_KZ | ALTERSKATEGORIE_GROB | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 51132 | -1 | 5.0 | 0 | 12.0 | 0 | -1 | 0 | 0 | 5.0 | 4 | -1 | 0.0 | 0.0 | -1 | 4 | 1 | 3 | 467 |
| 51121 | -1 | 5.0 | 0 | 12.0 | 0 | -1 | 0 | 0 | 5.0 | 2 | -1 | 0.0 | 0.0 | -1 | 3 | 2 | 3 | 441 |
| 51140 | -1 | 5.0 | 0 | 12.0 | 0 | -1 | 0 | 0 | 5.0 | 5 | -1 | 0.0 | 0.0 | -1 | 3 | 2 | 3 | 389 |
| 51130 | -1 | 5.0 | 0 | 12.0 | 0 | -1 | 0 | 0 | 5.0 | 4 | -1 | 0.0 | 0.0 | -1 | 3 | 1 | 3 | 260 |
| 50166 | -1 | 5.0 | 0 | 10.0 | 0 | -1 | 0 | 0 | 5.0 | 4 | -1 | 0.0 | 0.0 | -1 | 4 | 1 | 3 | 251 |
| 51142 | -1 | 5.0 | 0 | 12.0 | 0 | -1 | 0 | 0 | 5.0 | 5 | -1 | 0.0 | 0.0 | -1 | 4 | 2 | 3 | 236 |
| 50154 | -1 | 5.0 | 0 | 10.0 | 0 | -1 | 0 | 0 | 5.0 | 2 | -1 | 0.0 | 0.0 | -1 | 3 | 2 | 3 | 223 |
| 51115 | -1 | 5.0 | 0 | 12.0 | 0 | -1 | 0 | 0 | 5.0 | 1 | -1 | 0.0 | 0.0 | -1 | 3 | 2 | 3 | 194 |
| 50174 | -1 | 5.0 | 0 | 10.0 | 0 | -1 | 0 | 0 | 5.0 | 5 | -1 | 0.0 | 0.0 | -1 | 3 | 2 | 3 | 191 |
| 34942 | -1 | 4.0 | 0 | 12.0 | 0 | 3 | 1 | 8 | 5.0 | 6 | 1 | 0.0 | 0.0 | 2 | 3 | 1 | 3 | 189 |